메뉴 건너뛰기




Volumn 18, Issue 2, 2009, Pages 241-249

Ubiquitously supervised subspace learning

Author keywords

Dimensionality reduction; Image misalignment; Semi supervised subspace learning; Supervised subspace learning; Unsupervised subspace learning

Indexed keywords

ALGORITHMS; COMPUTER APPLICATIONS; COMPUTER VISION; EDUCATION; FACE RECOGNITION; IMAGE PROCESSING; LABELING; LEARNING SYSTEMS; ONTOLOGY; PHILOSOPHICAL ASPECTS;

EID: 59649108656     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2008.2009415     Document Type: Article
Times cited : (17)

References (25)
  • 1
    • 0031185845 scopus 로고    scopus 로고
    • Eigenfaces vs. Fisher-faces: Recognition using class specific linear projection
    • Jul
    • P. Belhumeur, J. Hespanha, and D. Kriegman, "Eigenfaces vs. Fisher-faces: Recognition using class specific linear projection," IEEE Trans. Pattern Anal. Mach. Intell., vol. 19, no. 7, pp. 711-720, Jul. 1997.
    • (1997) IEEE Trans. Pattern Anal. Mach. Intell , vol.19 , Issue.7 , pp. 711-720
    • Belhumeur, P.1    Hespanha, J.2    Kriegman, D.3
  • 2
    • 0043278893 scopus 로고    scopus 로고
    • Laplacian eigenmaps and spectral techniques for embedding and clustering
    • Dec
    • M. Belkin and P. Niyogi, "Laplacian eigenmaps and spectral techniques for embedding and clustering," Adv. Neural Inf. Process. Syst., pp. 585-591, Dec. 2001.
    • (2001) Adv. Neural Inf. Process. Syst , pp. 585-591
    • Belkin, M.1    Niyogi, P.2
  • 3
    • 3142725535 scopus 로고    scopus 로고
    • Semi-supervised learning on Riemannian manifolds
    • M. Belkin and P. Niyogi, "Semi-supervised learning on Riemannian manifolds," Mach. Learn. J., vol. 56, pp. 209-239, 2004.
    • (2004) Mach. Learn. J , vol.56 , pp. 209-239
    • Belkin, M.1    Niyogi, P.2
  • 5
    • 0000305567 scopus 로고    scopus 로고
    • Comparing active shape models with active appearance models
    • T. Cootes, G. Edwards, and C. Taylor, "Comparing active shape models with active appearance models," in Proc. Brit. Machine Vision Conf. 1999, vol. 1, pp. 173-182.
    • (1999) Proc. Brit. Machine Vision Conf , vol.1 , pp. 173-182
    • Cootes, T.1    Edwards, G.2    Taylor, C.3
  • 14
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • S. Roweis and L. Saul, "Nonlinear dimensionality reduction by locally linear embedding," Science, vol. 290, no. 22, pp. 2323-2326, 2000.
    • (2000) Science , vol.290 , Issue.22 , pp. 2323-2326
    • Roweis, S.1    Saul, L.2
  • 15
    • 0347380229 scopus 로고    scopus 로고
    • The CMU pose, illumination, and expression database
    • T. Sim, S. Baker, and M. Bsat, "The CMU pose, illumination, and expression database," in Proc. Eur. Conf. Computer Vision, 2003, vol. 25, pp. 1615-1618.
    • (2003) Proc. Eur. Conf. Computer Vision , vol.25 , pp. 1615-1618
    • Sim, T.1    Baker, S.2    Bsat, M.3
  • 17
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • Dec
    • J. Tenenbaum, V. Silva, and J. Langford, "A global geometric framework for nonlinear dimensionality reduction," Science, vol. 290, pp. 2319-2322, Dec. 2000.
    • (2000) Science , vol.290 , pp. 2319-2322
    • Tenenbaum, J.1    Silva, V.2    Langford, J.3
  • 19
    • 33947194180 scopus 로고    scopus 로고
    • Graph embedding and extensions: A general framework for dimensionality reduction
    • Jan
    • S. Yan, D. Xu, B. Zhang, H. Zhang, Q. Yang, and S. Lin, "Graph embedding and extensions: A general framework for dimensionality reduction," Proc. IEEE Trans. Pattern Anal. Mach. Intell., vol. 29, no. 1, pp. 40-51, Jan. 2007.
    • (2007) Proc. IEEE Trans. Pattern Anal. Mach. Intell , vol.29 , Issue.1 , pp. 40-51
    • Yan, S.1    Xu, D.2    Zhang, B.3    Zhang, H.4    Yang, Q.5    Lin, S.6
  • 20
    • 3242767684 scopus 로고    scopus 로고
    • An optimization criterion for generalized discriminant analysis on undersampled problems
    • Aug
    • J. Ye, R. Janardan, C. Park, and H. Park, "An optimization criterion for generalized discriminant analysis on undersampled problems," IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 8, pp. 982-994, Aug. 2004.
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell , vol.26 , Issue.8 , pp. 982-994
    • Ye, J.1    Janardan, R.2    Park, C.3    Park, H.4
  • 21
    • 33745456231 scopus 로고    scopus 로고
    • Semi-Supervised Learning Literature Survey, Dept. Comput. Sci., Univ. Wisconsin
    • Tech. Rep. 1530
    • X. Zhu, Semi-Supervised Learning Literature Survey, Dept. Comput. Sci., Univ. Wisconsin, Tech. Rep. 1530, 2005.
    • (2005)
    • Zhu, X.1
  • 22
    • 15044364508 scopus 로고    scopus 로고
    • Manifold pursuit: A new approach to appearance based recognition
    • presented at the
    • A. Shashua, A. Levin, and S. Avidan, "Manifold pursuit: A new approach to appearance based recognition," presented at the Int. Conf. Pattern Recognition, 2002.
    • (2002) Int. Conf. Pattern Recognition
    • Shashua, A.1    Levin, A.2    Avidan, S.3
  • 23
    • 0033283826 scopus 로고    scopus 로고
    • Transformed component analysis: Joint estimation of spatial transformations and image components
    • presented at the
    • B. Frey and N. Jojic, "Transformed component analysis: Joint estimation of spatial transformations and image components," presented at the IEEE Int. Conf. Computer Vision, 1999.
    • (1999) IEEE Int. Conf. Computer Vision
    • Frey, B.1    Jojic, N.2
  • 25
    • 59649126640 scopus 로고    scopus 로고
    • F. R. K. Chung, Spectral graph theory, presented at the Reg. Conf. Ser. Mathematics, 1997.
    • F. R. K. Chung, "Spectral graph theory," presented at the Reg. Conf. Ser. Mathematics, 1997.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.